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Motion detection over moving background...

I'm looking to do some motion detection for a 4-way skydive, which can be found here: https://youtu.be/uarBo2ZiYZ8. I'd like to determine relative motion among the 4 skydivers, and motion against the background (e.g. roads). Does anyone have suggestion on how I can approach this problem using OpenCV?